课程概况
This course will introduce the student to contemporary Systems Biology focused on mammalian cells, their constituents and their functions. Biology is moving from molecular to modular. As our knowledge of our genome and gene expression deepens and we develop lists of molecules (proteins, lipids, ions) involved in cellular processes, we need to understand how these molecules interact with each other to form modules that act as discrete functional systems. These systems underlie core subcellular processes such as signal transduction, transcription, motility and electrical excitability. In turn these processes come together to exhibit cellular behaviors such as secretion, proliferation and action potentials. What are the properties of such subcellular and cellular systems? What are the mechanisms by which emergent behaviors of systems arise? What types of experiments inform systems-level thinking? Why do we need computation and simulations to understand these systems?
The course will develop multiple lines of reasoning to answer the questions listed above. Two major reasoning threads are: the design, execution and interpretation of multivariable experiments that produce large data sets; quantitative reasoning, models and simulations. Examples will be discussed to demonstrate “how” cell- level functions arise and “why” mechanistic knowledge allows us to predict cellular behaviors leading to disease states and drug responses.
课程大纲
Systems Level Reasoning | Molecules to Pathways
Module description goes here.
Pathways to Networks | Physical Forces and Electrical Activity in Cell Biology
Module description goes here.
Mathematical Representations of Cell Biological Systems | Simulations of Cell Biological Systems
Module description goes here.
Experimental Technologies | Network Building and Analysis
Module description goes here.
Midterm
Module description goes here.
Analysis of Networks | Topology to Function
Module description goes here.
Strengths and Limitations of Different Types of Models | Identifying Emergent Properties
Module description goes here.
Emergent Properties: Ultrasensitivity and Robustness | Case Studies
Module description goes here.
Case Studies | Systems Biomedicine | Systems Pharmacology and Therapeutics | Perspective
Module description goes here.
Final
Module description goes here.
